Autonomous Coding: Dave Ebbelaar’s Superboard Pipeline
Explore Dave Ebbelaar’s Superboard, an autonomous coding pipeline that uses AI to build, test, and merge features from a GitHub project board while you sleep.
Best quote from Autonomous Coding: Dave Ebbelaar’s Superboard Pipeline
It is about moving from being a 'coder' to being a 'dispatcher.' You are moving from being the one writing every line to becoming the architect of an autonomous pipeline.
This audio lesson was created by a BeFreed community member
https://www.youtube.com/watch?v=nX_bGyIOFM4
Frequently Asked Questions
Superboard is an autonomous coding system developed by Dave Ebbelaar, a former Senior AI Software Engineer at Amazon and Microsoft. Unlike standard AI assistants that require constant human input, Superboard functions as an automated development pipeline. It transforms a GitHub project board into a living development team that can independently pick up tickets, write code, and manage the entire software lifecycle without manual intervention.
While typical AI coding tools act as assistants that suggest functions or fixes while a developer is actively working, autonomous coding via the Superboard pipeline operates independently. The system picks up a ticket from a 'Ready' column, builds the feature, runs quality assurance, and performs a code review. It essentially moves the developer from a coder role to an architect overseeing an automated pipeline.
Yes, the Superboard pipeline is designed to handle complex tasks including quality assurance and code reviews. Dave Ebbelaar describes a workflow where he drops tickets into a GitHub project board at night and wakes up to find completed pull requests already merged into his development branch. The system autonomously decides if the code meets quality standards before finalizing the merge into the codebase.
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From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
